Airbyte Review — Self-Hosted AI Tool
Our review of Airbyte — features, strengths, and trade-offs.
Airbyte is the open-source data movement infrastructure (ELT) that syncs data from APIs, databases, and files to warehouses, lakes, and AI applications. With 21k+ GitHub stars, it offers 350+ pre-built connectors, a web UI for visual pipeline management, change data capture (CDC), and schema management. Airbyte is self-hosted via Docker and is widely used for powering RAG systems, AI agents, and ML pipelines with fresh structured data.